Animal health intelligent monitor system and its data acquisition transmission and querying methodTechnical field
Field, more particularly to intelligent monitor system and its data acquisition transmission and querying method are monitored the present invention relates to animal health.
Background technology
Recently as the high speed development of the commonly used and wearable portable sensor equipment of the smart machines such as smart mobile phone, tablet personal computer, PC,Collected by wearable sensing equipment and handle animal --- the health and fitness information of pet is particularly, the mode that unusual condition early finds, early handled is realizedBecome more and more popular.
At present, the research that the intelligence system in field is monitored for animal health is at the early-stage.Most monitoring systems gathers the weight of animals, body on the marketThe conventional indexs such as temperature, moving situation, and the health status of animal is judged according to the situations of these indexs.These monitoring systems to sensing data notHandled or only do simple process, data volume is big, transmission cost is high, and it is very poor to the judgement degree of accuracy of health, the index of use is nor medical treatmentDiagnosis index, system can not provide valuable information for pet doctor.
The content of the invention
The present invention provides a kind of comprising animal health intelligent monitor system and its data acquisition transmission and querying method, can gather motion, the sound of animalThe raw informations such as sound, body epidemic disaster, body weight, position, raw information can be identified as drinking water, urinated, defecation, feed, yelp, scratching,The behavioural information such as tremble, health evaluating can be provided according to these behaviors and healthiness alarm is triggered, valuable information can be provided for pet doctor.
To achieve the above object, the present invention provides a kind of animal health intelligent monitor system, including：Harvester, intelligent terminal application and intelligence prisonExamining system.The intelligent terminal is applied and is connected with the intelligent monitor system by telecommunicatio networks such as Internet, TD-SCDMA or WCDMA,The intelligent terminal is applied and is connected with harvester by short-haul connections nets such as bluetooth, wifi or infrared；
The harvester is used to gather animal data information；
Optionally, the harvester is by Wearable or fixed sensor group, gather the motion of animal, sound, body epidemic disaster, body weight,The raw informations such as position.
The intelligent terminal application receives the animal data that the harvester is collected, and carries out Activity recognition to data, then by behavioral dataPass to described intelligent monitor system；Described intelligent monitor system reception behavior features data, and commented by expert system according to these data progress healthEstimate, and healthiness alarm can be triggered according to assessment result；Described intelligent terminal application can by human-computer interaction module inquire about animal behavioural information,Health evaluating information and healthiness alarm information, can real-time reception healthiness alarm notice.
Alternatively, the intelligent terminal apply including：Gathered data transport module, gathered data cache module, Activity recognition module, behavioral dataCache module and behavioral data transport module.The gathered data transport module is connected with gathered data cache module, gathered data cache module and rowConnected for identification module, Activity recognition module is connected with behavioral data cache module, and behavioral data cache module is connected with behavioral data transport module.
The gathered data transport module is used for the animal data for receiving the harvester collection, and carries out being transferred to described institute after appropriate processingState gathered data cache module；
The gathered data cache module is used to caching the animal data that receives, and it is data cached meet Activity recognition requirement when, be transferred to describedActivity recognition module；
The animal data collected is identified as the behavior of animal by the Activity recognition module, and animal behavior data are transferred into the behavioral data delayedStoring module.
The behavioral data cache module is used to caching the animal behavior data that receive, and it is data cached meet Activity recognition requirement when, be transferred toDescribed behavioral data transport module；
The behavioral data transport module is used for reception behavior features data, and transfers data to long-range intelligent monitor system；
Alternatively, the intelligent terminal application also includes：Human-computer interaction module, health and fitness information receiving module, warning information receiving module, reception numberAccording to cache module.The health and fitness information receiving module and warning information receiving module are connected with the intelligent monitor system, the reception data buffer storage mouldBlock is connected with the health and fitness information receiving module and warning information receiving module, the human-computer interaction module and the gathered data cache module, behaviorData cache module and reception data cache module connection.
The health and fitness information receiving module is used to receive the animal health information of the intelligent monitor system, and be transferred to after appropriate processing describedThe reception data cache module；
The warning information receiving module is used to receiving the animal health warning information of the intelligent monitor system, and is transferred to after carrying out appropriate processingThe described reception data cache module；
The data cache module that receives is used to cache the animal health and warning information received, and is transferred to the man-machine interaction in reasonable timeModule；
Described human-computer interaction module receives the instruction of user, and according to instruction obtain the gathered data cache module, behavioral data cache module andThe data of data cache module are received, user is showed by display screen or voice after carrying out proper treatment；
Optionally, the intelligent terminal application also includes：Enquiry module.The enquiry module connects with the human-computer interaction module and intelligent monitor systemConnect.The enquiry module receives the query statement that human-computer interaction module is sent, and is transferred to intelligent monitor system after instruction is handled.
Optionally, the intelligent terminal application can be based on the exploitation of the main flow mobile platforms such as Android, IOS, Window 10 or customizationHardware and software platform.
To achieve the above object, optionally, the intelligent monitor system includes：Behavioral data receiving module, behavioural information database, expert system,Human-computer interaction module 2, warning information database and health and fitness information database.The behavioral data receiving module is connected with behavioural information database, OKIt is connected for information database with expert system, expert system is connected with warning information database and health and fitness information database, human-computer interaction module 2 and rowConnected for information database, warning information database and health and fitness information database.
The behavioral data receiving module is used to receive the behavioral data that the intelligent terminal application is uploaded, and carries out being stored in the row after appropriate processingFor information database；
The behavioural information that described behavioural information database purchase is received, the intelligent Evaluation for described expert system provides basic data.
The expert system extracts behavioral data from the behavioural information database, carries out intelligent Evaluation, and evaluation result is stored in into the health letterCease database.If health status triggers healthiness alarm, warning information is stored in the warning information database, and take at corresponding alarmMeasure is put, warning information is such as sent to responsible person concerned；
The health and fitness information that described health and fitness information database purchase is received, provides data for inquiry service module and human-computer interaction module 2 and supports；
The warning information that described warning information database purchase is received, provides data for inquiry service module and human-computer interaction module 2 and supports；
The human-computer interaction module 2 receives the instruction of user, and obtains the behavioural information database, warning information database and health according to instructionData in information database, user is showed after carrying out proper treatment by display screen or voice；
Optionally, the intelligent monitor system also includes：Inquire about service module and data notification sending module.The inquiry service module and alarm signalDatabase and the connection of health and fitness information database are ceased, the data notification sending module is connected with expert system and inquiry service module.
The inquiry service module receives the query statement that intelligent terminal application is sent, and from the health and fitness information database, warning information dataRelevant information is extracted in storehouse, relevant information then is processed into Query Result is transferred to the data notification sending module；
The data notification sending module receives the Query Result information of the inquiry service module transmission, and the health for receiving the expert system transmission is alertNotify breath, carry out proper treatment and be sent to the intelligent terminal application；
Optionally, what the intelligent monitor system can be developed or customized based on the main flow such as window, unix, mac desktop platform is soft or hardPart platform.
To achieve the above object, the present invention provides a kind of data acquisition and transmission method of health monitoring systems, and this method includes：
The intelligent terminal application starts and checks whether the data for receiving the harvester, delays if data then transfer data to the collectionStoring module is cached；
The requirement whether data in cache module meet Activity recognition is gathered described in the Activity recognition module check, implements behavior knowledge if meetingNot, the result of identification is transferred in described behavioral data cache module and cached；
The behavioral data transport module checks whether the data in the behavioral data cache module meet the requirement of transmission, by behavior if meetingData transfer is to the long-range intelligent monitor system；
The intelligent monitor system checks whether the behavioral data for receiving the intelligent terminal application, and caching counts to institute after then being handled if dataState in behavioural information database；
The expert system checks whether the data in the behavioural information database meet the requirement of health assessment, implements health if meeting and commentsValency, obtains health assessment information and healthiness alarm information, is stored in respectively in the health and fitness information database and the warning information database；
The expert system checks whether the warning information in evaluation result meets the condition for sending alert notification, is pushed away if meeting with short message, messageThe form such as send to send alarm and give corresponding responsibility people.
To achieve the above object, the present invention provides a kind of data query transmission method of health monitoring systems, and this method includes：
The human-computer interaction module of the intelligent terminal application receives the query statement of user, and query statement is sent into the enquiry module；
The enquiry module is handled the query statement received, and is transferred to the long-range intelligent checking system；
The intelligent monitor system implements inquiry operation after receiving the query statement of intelligent terminal application, and the result of inquiry is passed through into the data notificationSending module is sent to the intelligent terminal application；
The receiving module of the intelligent terminal application receives the Query Result information of intelligent checking system, and carries out being sent to man-machine friendship after appropriate processingMutual system is shown.
The invention has the advantages that：
The present invention provides a kind of animal health intelligent monitor system and its intelligent terminal application, and the health monitoring systems include：Intelligent monitor system and intelligenceCan terminal applies.Intelligent terminal applies the raw animal health data for being used for collecting harvester collection, and is identified as being worth with medical diagnosisBehavior；Intelligent monitor system is evaluated behavioral data by expert system, provides health assessment and warning information with expertise.ShouldAnimal health intelligent monitor system and its intelligent terminal application, combine the knowledge of Animal Medicine expert, thus can more accurately obtain with medical treatmentThe information of diagnostic value, the intellectual monitoring of medical grade is provided for the health of animal.Simultaneously as behavioral data is that the height of harvester data is taken outAs and processing, data mitigate significantly in magnitude, so as to greatly reduce data transmission period and financial cost.
Brief description of the drawings
Fig. 1 is the structure chart of the animal health intelligent monitor system of the present invention；
Fig. 2 is the flow chart of the data acquisition and transmission method of the animal health intelligent monitor system of the present invention；
Fig. 3 is the flow chart of the data query method of the animal health intelligent monitor system of the present invention.
Embodiment
To make those skilled in the art more fully understand technical scheme, the present invention will be described in detail below in conjunction with the accompanying drawings.
Embodiment one
Fig. 1 is the embodiments of the invention provide the structure chart of animal health intelligent monitor system, as shown in figure 1, the system includes：Harvester 1,Intelligent terminal applies 2 and intelligent monitor system 3.The intelligent terminal is connected using 2 with the harvester 1, the intelligent terminal using 2 withThe intelligent monitor system 3 is connected.Wherein, the harvester 1 is used to gather animal data information；The intelligent terminal is used to receive using 2The animal data of harvester 1, and be identified as behavior and uploaded；The intelligent monitor system 3 is used to receive animal behavior information, andHealth assessment and alarm trigger are carried out by expert system 32, the intelligent monitor system 3 also provides human-computer interaction module 37 and inquiry service module33, it can inquire about and obtain behavior, health and the warning information of animal.
The harvester 1 may include several sensors, and different animal initial data can be collected by different types of sensor, and this is movedThing initial data can be motion, sound, body epidemic disaster, body weight, position of animal etc..The harvester 1 also includes bluetooth, wifi or redIt is outer to wait short-range communications module, the raw information of collection can be transferred to intelligent terminal and apply 2.The harvester 1 also includes cache module, whenWhen the data of collection can not be uploaded, data are stored in cache module.Harvester 1 also includes battery module, and the energy is provided for harvester.
The intelligent terminal includes gathered data transport module 20, gathered data cache module 21, Activity recognition module 22, behavior caching using 2Module 23 and behavioral data transport module 24.The intelligent terminal can the mobile platform based on main flow, such as Android, IOS, Window using 210 grades are developed, it would however also be possible to employ the software and hardware of customization.Intelligent terminal is using 2 lives for being arranged on animal and playground, and it gathers the data and passedDefeated module 20 is connected by short-haul connections modes such as bluetooth, wifi or infrared with the harvester 1, and passes through the gathered data cache module21 implement effective data processing and storage；The Activity recognition module 22 is based on the expert system technology such as classification of production rule, Bel, vectorMachine, artificial neural network etc. build animal behavior identification intelligent model, can be to the motion of animal, sound, body epidemic disaster, body weight, position etc.Initial data carries out Intelligent treatment, is identified as drinking water, urinates, defecation, the animal behavior such as feed, yelp, scratching, trembling, and result is stored inIn the behavioral data cache module 23；The behavioral data transport module 24 is remotely logical by Internet, TD-SCDMA or WCDMA etc.Letter net is connected with the intelligent monitor system 3, and the behavioral data that can store the behavioral data cache module 23 is transferred to the intellectual monitoringIn system 3.
The intelligent monitor system 3 include behavioral data receiving module 30, behavioural information database 31, expert system 32, inquiry service module 33,Data notification sending module 34, warning information database 35, health and fitness information database 36 and human-computer interaction module 37.The intelligent monitor system 3Can the desktop platform based on main flow, such as window, unix, mac exploitation.The intelligent monitor system 3 is a long-range server, itBy the intelligent terminal of the telecommunicatio networks such as Internet, TD-SCDMA or WCDMA and substantial amounts using 2 connections.The intelligence prisonExamining system 3 receives the behavioural information of animal, and the behavioural information of animal is handled by the expert system 32, and the expert system 32 is adoptedManually intelligent machine learning techniques, such as Bayesian network, ant group algorithm structure intelligence system, enable the system to be believed according to the health event of collectionBreath, automatically evaluates and diagnoses the health status of monitored animal, and automatically generates when there is undesirable condition or abnormal conditions warning or warning message.The expert system has self-learning capability, thus system more uses more accurate, more with more intelligent.The intelligent monitor system 3 includes man-machine interaction mouldBlock 37 can receive user mutual instruction there is provided human-computer interaction function, implement to inquire about the information such as behavioral data, health or data with alert.The intelligent monitor system 3, there is provided service function, can provide service also comprising inquiry service module 33 for the remote inquiry of user.
The embodiment of the present invention one provides a kind of animal health intelligent monitor system, and the system includes：Intelligent terminal is applied and intelligent monitor system, intelligenceEnergy terminal applies are used for the animal initial data for collecting harvester collection, and are identified as after behavioural information being transferred to intelligent monitor system；Intellectual monitoringSystem reception behavior features data, and health assessment is carried out by expert system, the health information and warning information of animal are drawn, and provide these lettersThe inquiry service of breath.
Embodiment two
The present embodiment two is on the basis of embodiment one, and the intelligent terminal is additionally provided with human-computer interaction module 25, health and fitness information receiving module using 226th, warning information receiving module 27, reception data cache module 28.The health and fitness information receiving module 26 and warning information receiving module 27 withThe intelligent monitor system 3 is connected, the reception data cache module 28 and the health and fitness information receiving module 26 and warning information receiving module 27Connection, the human-computer interaction module 25 and the gathered data cache module 21, behavioral data cache module 23 and reception data cache module 28Connection.
The health and fitness information receiving module 26 is used for the animal health information for receiving the intelligent monitor system 3, and transmitted after appropriate processingTo the reception data cache module 28；The warning information receiving module 27 is used for the animal health alarm signal for receiving the intelligent monitor system 3Breath, and carry out being transferred to the reception data cache module 28 after appropriate processing；The data cache module 28 that receives is used to cache what is receivedAnimal health and warning information, and it is transferred to the human-computer interaction module 25 in reasonable time；The human-computer interaction module 25 can by touch screen,The input equipments such as voice, keyboard receive the instruction of user, and obtain the gathered data cache module 21, behavioral data cache module according to instruction23 and receive data cache module 28 data, carry out proper treatment after user is showed by display screen or voice.
Embodiment three
The present embodiment three is on the basis of embodiment two, and the intelligent terminal is additionally provided with enquiry module 29 using 2.The enquiry module 29 and instituteState human-computer interaction module 25 and the intelligent monitor system 3 is connected.
The enquiry module 29 is sent after receiving user's query statement, and processing by the human-computer interaction module 25 to the intelligent monitor system 3Remote inquiry is instructed, and then Query Result is received by the health and fitness information receiving module 26 and the warning information receiving module 27, by describedThe caching query results of data cache module 28 are received, result is shown finally by the human-computer interaction module 25.
Example IV
The present embodiment four is carried out to embodiment one, or embodiment two, or the intelligent terminal of embodiment three using 2 and the intelligent monitor system 3It is correspondingly improved：The intelligent terminal is applied the Activity recognition module 22 and the behavioral data cache module 23 in 2 move on to the intelligenceIn monitoring system 3, the behavioral data transport module 24 is changed to original data transmissions module.
The initial data of collection is uploaded directly into the intelligent monitor system 3 by the original data transmissions module, and the intelligent monitor system 3 is adjustedBehavior is recognized with Activity recognition module, and by result cache to behavioral data cache module, the behavior receiving module 30 caches behavioral dataInformation in module is carried out after handling accordingly, is stored in the behavioural information database 31.
Amended intelligent terminal is extremely simple using 2, requires very low to the software and hardware of deployment, and complicated Activity recognition is transplanted to intellectual monitoring systemOn system 3, be conducive to the unification and maintenance of code.The shortcoming of system is after modification, and primary data information (pdi) amount is big, add remote transmission time andFinancial cost.
Embodiment five
A kind of data acquisition and transmission method of animal health intelligent monitor system is present embodiments provided, this method is based on animal health intellectual monitoring systemSystem.As shown in Fig. 2 this method flow includes：
Step 101：Intelligent terminal application starts.
Step 102：Whether intelligent terminal application review receives the data of harvester, is continued checking for if no data, if data are then heldThe following step 103 of row.
Step 103：Collection cache module is handled the data collected, and is cached in case Activity recognition.
Step 104：Whether the data in Activity recognition module check collection cache module meet the requirement of Activity recognition, if being unsatisfactory for continuing to examineLook into, following step 105 is performed if meeting.
Step 105：Activity recognition module is using the recognizer succeeded in school, and the initial data to animal is identified, and obtains the behavioural information of animal.
Step 106：Behavioral data cache module is handled the behavior outcome information that Activity recognition module is identified, and be cached in case onPass.
Step 107：Behavioral data transport module check behavioral data cache module in data whether meet the requirement of transmission, if be unsatisfactory for afterIt is continuous to check, perform following step 108 if meeting.
Step 108：Behavioral data transport module is handled behavioral data, and is transferred to long-range intelligent monitor system.
Step 109：Intelligent monitor system checks whether the behavioral data for receiving intelligent terminal application, is continued checking for if no data, ifData then perform following step 110.
Step 110：Behavioral data receiving module is handled the behavioral data received, and caching is counted in behavioural information database.
Step 111：Expert system checks whether the data in behavioural information database meet the requirement of health assessment, if being unsatisfactory for continuing checking for,Following step 112 is performed if meeting.
Step 112：Expert system implements health assessment, obtains health assessment information and healthiness alarm information.
Step 113：Evaluation result category is stored in health and fitness information database and warning information database by expert system respectively.
Step 114：Expert system checks whether the warning information in evaluation result meets the condition for sending alert notification, is performed if meeting followingStep 115.
Step 115：Expert system sends the alarm of condition by alert notification is met, and corresponding responsibility people is sent in forms such as short message, message push.
The embodiments of the invention provide a kind of data acquisition and transmission method of animal health intelligent monitor system, this method recognizes the initial data of animalTo be uploaded after behavioral data, the data magnitude for being transferred to intelligent monitor system can be substantially reduced, time and the financial cost of transmission is reduced.
Embodiment six
A kind of data query method of animal health intelligent monitor system is present embodiments provided, this method is based on animal health intelligent monitor system.Such asShown in Fig. 3, this method flow includes：
Step 201：The human-computer interaction module of intelligent terminal application receives the query statement that user is inputted by forms such as touch screen, voice, keyboards, andQuery statement is sent to enquiry module.
Step 202：The enquiry module of intelligent terminal is handled the query statement received, and is transferred to long-range intelligent checking system.
Step 203：The inquiry service module of intelligent monitor system receives the query statement of intelligent terminal application, and carries out implementing to look into after appropriate processingAsk operation.
Step 204：The result of inquiry is transferred to data notification sending module by intelligent monitor system, and data notification sending module is carried out to object informationIntelligent terminal application is sent to after appropriate processing.
Step 205：The receiving module of intelligent terminal application receives the Query Result information of intelligent checking system, and is sent to after carrying out appropriate processingMan-machine interactive system.
Step 206：The health and fitness information and warning information that man-machine interactive system is received to receiving module are shown.
The embodiments of the invention provide a kind of data query method of animal health intelligent monitor system, this method can realize that intelligent terminal applies user coupleThe query demand of various information, and health assessment and warning information can be timely received, be conducive to intelligent terminal accurately to understand in real time using user dynamicThe health and fitness information of thing, and handle in time.
It is understood that the principle that embodiment of above is intended to be merely illustrative of the present and the illustrative embodiments that use, but the present invention is simultaneouslyIt is not limited to this.For those skilled in the art, without departing from the spirit and substance in the present invention, it can make variousVariations and modifications, these variations and modifications are also considered as protection scope of the present invention.